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Engineering the Future of Semiconductors with Atomic Precision and AI

UC Berkeley EECS via YouTube

Overview

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Explore the transformative future of semiconductor manufacturing in this 54-minute conference talk that examines how atomic-scale precision technologies and artificial intelligence are revolutionizing chip production. Learn about the exponential demand for advanced logic and memory devices driven by AI growth, and discover how the industry is responding to challenges in lateral and vertical scaling, complex 3D architecture design, cost efficiency, and sustainability goals. Understand how manufacturing complexity is surpassing human expertise capabilities and examine the breakthrough approaches being developed to address these challenges. Gain insights into atomic-scale precision technologies that are redefining the physical boundaries of semiconductor manufacturing, and explore advances in human-computer collaboration that are transforming hardware design, process engineering, and tool maintenance. Discover real-world examples of how integrated approaches are accelerating R&D innovation, enabling higher yields and greater efficiency for increasingly complex nodes. Examine the impact of these developments across the semiconductor value chain and learn about new frontiers for technology breakthroughs. Understand the exciting opportunities emerging for the next generation of engineers and scientists, and explore how purposeful, interdisciplinary collaboration between industry and academia is driving progress at the atomic scale to define the future of chipmaking.

Syllabus

Vahid Vahedi - Engineering the future of semiconductors with atomic precision and AI

Taught by

UC Berkeley EECS

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